Overview
Brought to you by YData
Dataset statistics
| Number of variables | 56 |
|---|---|
| Number of observations | 929 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 368.5 KiB |
| Average record size in memory | 406.1 B |
Variable types
| Categorical | 41 |
|---|---|
| Numeric | 9 |
| Boolean | 6 |
Bathroom_0 is highly overall correlated with Bathroom_above 2 and 2 other fields | High correlation |
Bathroom_1 is highly overall correlated with UnitNumber and 1 other fields | High correlation |
Bathroom_2 is highly overall correlated with has_security_features and 1 other fields | High correlation |
Bathroom_above 2 is highly overall correlated with Bathroom_0 and 1 other fields | High correlation |
Bedroom_0 is highly overall correlated with Is Price/Sqm outlier and 11 other fields | High correlation |
Bedroom_1 is highly overall correlated with has_modern and 3 other fields | High correlation |
Bedroom_2 is highly overall correlated with log(sqm) | High correlation |
Bedroom_3 is highly overall correlated with name | High correlation |
BuildingNumber is highly overall correlated with Is BuildingNumber outlier and 2 other fields | High correlation |
FloorNumber is highly overall correlated with HighFloor and 3 other fields | High correlation |
HighFloor is highly overall correlated with FloorNumber and 4 other fields | High correlation |
Is BuildingNumber outlier is highly overall correlated with BuildingNumber and 2 other fields | High correlation |
Is FloorNumber outlier is highly overall correlated with FloorNumber and 4 other fields | High correlation |
Is Price(EGP) outlier is highly overall correlated with Is Price/Sqm outlier and 5 other fields | High correlation |
Is Price/Sqm outlier is highly overall correlated with Bedroom_0 and 10 other fields | High correlation |
Is UnitNumber outlier is highly overall correlated with BuildingNumber and 3 other fields | High correlation |
Is sqm outlier is highly overall correlated with city_Mansoura and 4 other fields | High correlation |
LowFloor is highly overall correlated with FloorNumber and 1 other fields | High correlation |
MidFloor is highly overall correlated with FloorNumber and 1 other fields | High correlation |
Price(EGP) is highly overall correlated with Is Price(EGP) outlier and 10 other fields | High correlation |
Price/Sqm is highly overall correlated with Bedroom_0 and 16 other fields | High correlation |
UnitNumber is highly overall correlated with Bathroom_1 and 1 other fields | High correlation |
city_Cairo is highly overall correlated with Bedroom_0 and 7 other fields | High correlation |
city_Mansoura is highly overall correlated with Is sqm outlier and 6 other fields | High correlation |
city_Mersa Matruh is highly overall correlated with name | High correlation |
city_New Administrative Capital is highly overall correlated with BuildingNumber and 2 other fields | High correlation |
city_New Cairo is highly overall correlated with Price(EGP) and 7 other fields | High correlation |
city_North Coast is highly overall correlated with governorate_Alexandria and 5 other fields | High correlation |
city_Old Cairo is highly overall correlated with log(price) and 1 other fields | High correlation |
governorate_Alexandria is highly overall correlated with city_North Coast and 1 other fields | High correlation |
governorate_Cairo is highly overall correlated with Bedroom_0 and 4 other fields | High correlation |
governorate_Dakahlia is highly overall correlated with Is sqm outlier and 6 other fields | High correlation |
governorate_Matrouh is highly overall correlated with Bathroom_0 and 4 other fields | High correlation |
has_building_facilities is highly overall correlated with name and 1 other fields | High correlation |
has_facilities is highly overall correlated with name | High correlation |
has_green_view is highly overall correlated with name | High correlation |
has_main_facilities is highly overall correlated with log(price/sqm) and 1 other fields | High correlation |
has_modern is highly overall correlated with Bedroom_1 and 1 other fields | High correlation |
has_other_features is highly overall correlated with city_North Coast and 1 other fields | High correlation |
has_parking_safety is highly overall correlated with Price/Sqm and 3 other fields | High correlation |
has_security_features is highly overall correlated with Bathroom_2 and 2 other fields | High correlation |
has_water_feature is highly overall correlated with governorate_Matrouh and 2 other fields | High correlation |
log(price) is highly overall correlated with Bedroom_0 and 14 other fields | High correlation |
log(price/sqm) is highly overall correlated with Bedroom_0 and 17 other fields | High correlation |
log(sqm) is highly overall correlated with Bedroom_1 and 15 other fields | High correlation |
name is highly overall correlated with Bathroom_0 and 45 other fields | High correlation |
propertyCategory_Commercial is highly overall correlated with Bedroom_0 and 12 other fields | High correlation |
propertyCategory_Residential is highly overall correlated with Bedroom_0 and 12 other fields | High correlation |
propertySubType_Apartment (Residential - Multi-Story Units) is highly overall correlated with Bedroom_0 and 9 other fields | High correlation |
propertySubType_Office is highly overall correlated with Bedroom_0 and 9 other fields | High correlation |
propertySubType_Others(very rare) is highly overall correlated with log(sqm) and 1 other fields | High correlation |
propertySubType_Residential - Attached Houses is highly overall correlated with city_Mansoura and 5 other fields | High correlation |
propertySubType_Retail is highly overall correlated with Bedroom_0 and 6 other fields | High correlation |
sqm is highly overall correlated with Bedroom_1 and 9 other fields | High correlation |
year_built is highly overall correlated with city_Cairo and 6 other fields | High correlation |
has_security_features is highly imbalanced (59.5%) | Imbalance |
HighFloor is highly imbalanced (57.7%) | Imbalance |
Bedroom_1 is highly imbalanced (55.5%) | Imbalance |
Bathroom_1 is highly imbalanced (58.0%) | Imbalance |
Bathroom_2 is highly imbalanced (68.4%) | Imbalance |
city_Cairo is highly imbalanced (65.0%) | Imbalance |
city_Mansoura is highly imbalanced (65.5%) | Imbalance |
city_New Cairo is highly imbalanced (60.7%) | Imbalance |
city_Old Cairo is highly imbalanced (84.4%) | Imbalance |
governorate_Dakahlia is highly imbalanced (65.5%) | Imbalance |
propertySubType_Office is highly imbalanced (57.3%) | Imbalance |
propertySubType_Others(very rare) is highly imbalanced (88.7%) | Imbalance |
propertySubType_Residential - Attached Houses is highly imbalanced (65.5%) | Imbalance |
propertySubType_Retail is highly imbalanced (63.0%) | Imbalance |
Is sqm outlier is highly imbalanced (60.3%) | Imbalance |
Is FloorNumber outlier is highly imbalanced (70.7%) | Imbalance |
FloorNumber has 193 (20.8%) zeros | Zeros |
Reproduction
| Analysis started | 2025-10-17 14:57:41.741206 |
|---|---|
| Analysis finished | 2025-10-17 14:58:05.384652 |
| Duration | 23.64 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
name
Categorical
High correlation
| Distinct | 29 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| Alamain (Latin District) | |
|---|---|
| Latin City | |
| Mazarine Apartment | |
| Zahya | |
| Central | |
| Other values (24) |
Length
| Max length | 38 |
|---|---|
| Median length | 33 |
| Mean length | 14.883746 |
| Min length | 4 |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Alamain (Latin District) |
|---|---|
| 2nd row | Beachfront Tower - B1 |
| 3rd row | PODIA |
| 4th row | Mazarine Apartment |
| 5th row | Alamain (Latin District) |
Common Values
| Value | Count | Frequency (%) |
| Alamain (Latin District) | 204 | |
| Latin City | 144 | |
| Mazarine Apartment | 106 | |
| Zahya | 60 | 6.5% |
| Central | 52 | 5.6% |
| New Garden City | 52 | 5.6% |
| PODIA | 43 | 4.6% |
| Jade Park | 35 | 3.8% |
| Beachfront Tower - B1 | 35 | 3.8% |
| Downtown Extension | 29 | 3.1% |
| Other values (19) | 169 |
Length
| Value | Count | Frequency (%) |
| latin | 348 | |
| alamain | 204 | 10.0% |
| district | 204 | 10.0% |
| city | 196 | 9.6% |
| mazarine | 119 | 5.8% |
| apartment | 106 | 5.2% |
| zahya | 60 | 2.9% |
| park | 57 | 2.8% |
| central | 52 | 2.5% |
| garden | 52 | 2.5% |
| Other values (37) | 651 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1610 | 11.6% |
| t | 1396 | 10.1% |
| i | 1395 | 10.1% |
| n | 1125 | 8.1% |
| 1121 | 8.1% | |
| r | 734 | 5.3% |
| e | 730 | 5.3% |
| A | 432 | 3.1% |
| s | 404 | 2.9% |
| m | 388 | 2.8% |
| Other values (43) | 4492 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13827 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1610 | 11.6% |
| t | 1396 | 10.1% |
| i | 1395 | 10.1% |
| n | 1125 | 8.1% |
| 1121 | 8.1% | |
| r | 734 | 5.3% |
| e | 730 | 5.3% |
| A | 432 | 3.1% |
| s | 404 | 2.9% |
| m | 388 | 2.8% |
| Other values (43) | 4492 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13827 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1610 | 11.6% |
| t | 1396 | 10.1% |
| i | 1395 | 10.1% |
| n | 1125 | 8.1% |
| 1121 | 8.1% | |
| r | 734 | 5.3% |
| e | 730 | 5.3% |
| A | 432 | 3.1% |
| s | 404 | 2.9% |
| m | 388 | 2.8% |
| Other values (43) | 4492 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13827 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1610 | 11.6% |
| t | 1396 | 10.1% |
| i | 1395 | 10.1% |
| n | 1125 | 8.1% |
| 1121 | 8.1% | |
| r | 734 | 5.3% |
| e | 730 | 5.3% |
| A | 432 | 3.1% |
| s | 404 | 2.9% |
| m | 388 | 2.8% |
| Other values (43) | 4492 |
sqm
Real number (ℝ)
High correlation
| Distinct | 391 |
|---|---|
| Distinct (%) | 42.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 211.6346 |
| Minimum | 15 |
|---|---|
| Maximum | 990 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 88.094 |
| Q1 | 141 |
| median | 205 |
| Q3 | 240 |
| 95-th percentile | 398 |
| Maximum | 990 |
| Range | 975 |
| Interquartile range (IQR) | 99 |
Descriptive statistics
| Standard deviation | 111.86272 |
|---|---|
| Coefficient of variation (CV) | 0.52856539 |
| Kurtosis | 9.3942664 |
| Mean | 211.6346 |
| Median Absolute Deviation (MAD) | 47 |
| Skewness | 2.2921712 |
| Sum | 196608.54 |
| Variance | 12513.269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 92.86 | 52 | 5.6% |
| 252 | 31 | 3.3% |
| 207 | 27 | 2.9% |
| 231 | 21 | 2.3% |
| 398 | 14 | 1.5% |
| 134 | 13 | 1.4% |
| 176.52 | 13 | 1.4% |
| 410 | 12 | 1.3% |
| 176 | 11 | 1.2% |
| 130 | 11 | 1.2% |
| Other values (381) | 724 |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.1% |
| 22.5 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 34 | 1 | 0.1% |
| 36 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| 39 | 2 | |
| 42 | 1 | 0.1% |
| 44.5 | 1 | 0.1% |
| 45 | 3 |
| Value | Count | Frequency (%) |
| 990 | 1 | 0.1% |
| 891 | 1 | 0.1% |
| 860 | 1 | 0.1% |
| 850 | 1 | 0.1% |
| 773.7 | 1 | 0.1% |
| 740 | 4 | |
| 724 | 1 | 0.1% |
| 692 | 1 | 0.1% |
| 682 | 1 | 0.1% |
| 610.9 | 1 | 0.1% |
year_built
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 2025 | |
|---|---|
| 2022 | |
| 2024 | 65 |
| 2023 | 16 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2025 |
|---|---|
| 2nd row | 2025 |
| 3rd row | 2025 |
| 4th row | 2025 |
| 5th row | 2025 |
Common Values
| Value | Count | Frequency (%) |
| 2025 | 664 | |
| 2022 | 184 | 19.8% |
| 2024 | 65 | 7.0% |
| 2023 | 16 | 1.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2025 | 664 | |
| 2022 | 184 | 19.8% |
| 2024 | 65 | 7.0% |
| 2023 | 16 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 2042 | |
| 0 | 929 | |
| 5 | 664 | 17.9% |
| 4 | 65 | 1.7% |
| 3 | 16 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3716 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2042 | |
| 0 | 929 | |
| 5 | 664 | 17.9% |
| 4 | 65 | 1.7% |
| 3 | 16 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3716 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2042 | |
| 0 | 929 | |
| 5 | 664 | 17.9% |
| 4 | 65 | 1.7% |
| 3 | 16 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3716 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2042 | |
| 0 | 929 | |
| 5 | 664 | 17.9% |
| 4 | 65 | 1.7% |
| 3 | 16 | 0.4% |
Price(EGP)
Real number (ℝ)
High correlation
| Distinct | 795 |
|---|---|
| Distinct (%) | 85.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13136736 |
| Minimum | 1208000 |
|---|---|
| Maximum | 1.21123 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 1208000 |
|---|---|
| 5-th percentile | 3010047.6 |
| Q1 | 6812000 |
| median | 9814000 |
| Q3 | 13399000 |
| 95-th percentile | 38590600 |
| Maximum | 1.21123 × 108 |
| Range | 1.19915 × 108 |
| Interquartile range (IQR) | 6587000 |
Descriptive statistics
| Standard deviation | 11962736 |
|---|---|
| Coefficient of variation (CV) | 0.91063231 |
| Kurtosis | 12.425376 |
| Mean | 13136736 |
| Median Absolute Deviation (MAD) | 3255000 |
| Skewness | 2.9439601 |
| Sum | 1.2204027 × 1010 |
| Variance | 1.4310705 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2945154 | 9 | 1.0% |
| 7797000 | 6 | 0.6% |
| 11395000 | 4 | 0.4% |
| 4900000 | 4 | 0.4% |
| 7536000 | 4 | 0.4% |
| 2718604 | 4 | 0.4% |
| 2668259 | 4 | 0.4% |
| 6505000 | 3 | 0.3% |
| 4023000 | 3 | 0.3% |
| 6118000 | 3 | 0.3% |
| Other values (785) | 885 |
| Value | Count | Frequency (%) |
| 1208000 | 1 | |
| 1603000 | 1 | |
| 1649000 | 1 | |
| 1663000 | 1 | |
| 1810000 | 1 | |
| 2073000 | 1 | |
| 2280000 | 1 | |
| 2347000 | 1 | |
| 2350000 | 1 | |
| 2383000 | 1 |
| Value | Count | Frequency (%) |
| 121123000 | 1 | |
| 78947000 | 1 | |
| 66602000 | 1 | |
| 66477000 | 1 | |
| 66228000 | 2 | |
| 66104000 | 1 | |
| 65606000 | 1 | |
| 65357000 | 2 | |
| 65232000 | 1 | |
| 56725000 | 1 |
Price/Sqm
Real number (ℝ)
High correlation
| Distinct | 818 |
|---|---|
| Distinct (%) | 88.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69685.497 |
| Minimum | 14620.32 |
|---|---|
| Maximum | 518794.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 14620.32 |
|---|---|
| 5-th percentile | 24014.791 |
| Q1 | 32634.615 |
| median | 48369.942 |
| Q3 | 64921.951 |
| 95-th percentile | 208840.22 |
| Maximum | 518794.87 |
| Range | 504174.55 |
| Interquartile range (IQR) | 32287.336 |
Descriptive statistics
| Standard deviation | 64312.998 |
|---|---|
| Coefficient of variation (CV) | 0.92290362 |
| Kurtosis | 7.3722254 |
| Mean | 69685.497 |
| Median Absolute Deviation (MAD) | 15746.511 |
| Skewness | 2.5361859 |
| Sum | 64737827 |
| Variance | 4.1361617 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22655.0308 | 9 | 1.0% |
| 32623.431 | 6 | 0.6% |
| 102700 | 4 | 0.4% |
| 22655.0333 | 4 | 0.4% |
| 32623.3766 | 4 | 0.4% |
| 31612.9032 | 4 | 0.4% |
| 24084.6251 | 3 | 0.3% |
| 24086.6148 | 3 | 0.3% |
| 42957.4468 | 3 | 0.3% |
| 32288.0069 | 3 | 0.3% |
| Other values (808) | 886 |
| Value | Count | Frequency (%) |
| 14620.3202 | 1 | 0.1% |
| 15025.2982 | 1 | 0.1% |
| 19491.7079 | 1 | 0.1% |
| 20198.4127 | 1 | 0.1% |
| 20525.0692 | 1 | 0.1% |
| 21221.1647 | 1 | 0.1% |
| 21601.1905 | 1 | 0.1% |
| 21815.9583 | 2 | |
| 22235.4909 | 1 | 0.1% |
| 22235.4917 | 3 |
| Value | Count | Frequency (%) |
| 518794.8718 | 1 | |
| 386729.1685 | 1 | |
| 378444.4444 | 1 | |
| 370486.9565 | 1 | |
| 343147.1698 | 1 | |
| 333745.7627 | 1 | |
| 331674.67 | 1 | |
| 331044.7761 | 1 | |
| 329080.5687 | 1 | |
| 327767.4783 | 1 |
has_main_facilities
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 706 | |
| 0 | 223 | 24.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 706 | |
| 0 | 223 | 24.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 706 | |
| 0 | 223 | 24.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 706 | |
| 0 | 223 | 24.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 706 | |
| 0 | 223 | 24.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 706 | |
| 0 | 223 | 24.0% |
has_security_features
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 1 | |
|---|---|
| 0 | 75 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 854 | |
| 0 | 75 | 8.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 854 | |
| 0 | 75 | 8.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 854 | |
| 0 | 75 | 8.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 854 | |
| 0 | 75 | 8.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 854 | |
| 0 | 75 | 8.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 854 | |
| 0 | 75 | 8.1% |
has_parking_safety
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 106 | 11.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 106 | 11.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 106 | 11.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 106 | 11.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 106 | 11.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 106 | 11.4% |
has_building_facilities
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 583 | |
| 1 | 346 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 583 | |
| 1 | 346 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 583 | |
| 1 | 346 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 583 | |
| 1 | 346 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 583 | |
| 1 | 346 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 583 | |
| 1 | 346 |
has_other_features
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 631 | |
| 0 | 298 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 631 | |
| 0 | 298 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 631 | |
| 0 | 298 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 631 | |
| 0 | 298 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 631 | |
| 0 | 298 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 631 | |
| 0 | 298 |
HighFloor
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 80 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 849 | |
| 1 | 80 | 8.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 849 | |
| 1 | 80 | 8.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 849 | |
| 1 | 80 | 8.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 849 | |
| 1 | 80 | 8.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 849 | |
| 1 | 80 | 8.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 849 | |
| 1 | 80 | 8.6% |
LowFloor
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 513 | |
| 1 | 416 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 513 | |
| 1 | 416 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 513 | |
| 1 | 416 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 513 | |
| 1 | 416 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 513 | |
| 1 | 416 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 513 | |
| 1 | 416 |
MidFloor
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 496 | |
| 1 | 433 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 496 | |
| 1 | 433 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 496 | |
| 1 | 433 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 496 | |
| 1 | 433 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 496 | |
| 1 | 433 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 496 | |
| 1 | 433 |
FloorNumber
Real number (ℝ)
High correlation Zeros
| Distinct | 28 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1054898 |
| Minimum | 0 |
|---|---|
| Maximum | 37 |
| Zeros | 193 |
| Zeros (%) | 20.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 12 |
| Maximum | 37 |
| Range | 37 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 5.4987912 |
|---|---|
| Coefficient of variation (CV) | 1.3393752 |
| Kurtosis | 18.055289 |
| Mean | 4.1054898 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.7588022 |
| Sum | 3814 |
| Variance | 30.236705 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 193 | |
| 1 | 114 | |
| 2 | 109 | |
| 5 | 108 | |
| 3 | 93 | |
| 4 | 92 | |
| 6 | 74 | 8.0% |
| 7 | 66 | 7.1% |
| 8 | 13 | 1.4% |
| 37 | 12 | 1.3% |
| Other values (18) | 55 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 193 | |
| 1 | 114 | |
| 2 | 109 | |
| 3 | 93 | |
| 4 | 92 | |
| 5 | 108 | |
| 6 | 74 | 8.0% |
| 7 | 66 | 7.1% |
| 8 | 13 | 1.4% |
| 9 | 8 | 0.9% |
| Value | Count | Frequency (%) |
| 37 | 12 | |
| 36 | 1 | 0.1% |
| 33 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| 26 | 1 | 0.1% |
| 25 | 1 | 0.1% |
| 24 | 2 | 0.2% |
| 23 | 1 | 0.1% |
| 21 | 2 | 0.2% |
| 20 | 4 | 0.4% |
BuildingNumber
Real number (ℝ)
High correlation
| Distinct | 79 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.395048 |
| Minimum | 1 |
|---|---|
| Maximum | 883 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 17 |
| 95-th percentile | 645 |
| Maximum | 883 |
| Range | 882 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 181.15279 |
|---|---|
| Coefficient of variation (CV) | 2.6104569 |
| Kurtosis | 8.3061856 |
| Mean | 69.395048 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 3.0571592 |
| Sum | 64468 |
| Variance | 32816.332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 135 | |
| 3 | 110 | 11.8% |
| 7 | 97 | 10.4% |
| 1 | 79 | 8.5% |
| 4 | 45 | 4.8% |
| 2 | 36 | 3.9% |
| 12 | 34 | 3.7% |
| 13 | 33 | 3.6% |
| 10 | 28 | 3.0% |
| 722 | 24 | 2.6% |
| Other values (69) | 308 |
| Value | Count | Frequency (%) |
| 1 | 79 | |
| 2 | 36 | 3.9% |
| 3 | 110 | |
| 4 | 45 | 4.8% |
| 5 | 18 | 1.9% |
| 6 | 135 | |
| 7 | 97 | |
| 8 | 15 | 1.6% |
| 9 | 11 | 1.2% |
| 10 | 28 | 3.0% |
| Value | Count | Frequency (%) |
| 883 | 10 | |
| 722 | 24 | |
| 645 | 18 | |
| 425 | 2 | 0.2% |
| 424 | 1 | 0.1% |
| 423 | 4 | 0.4% |
| 422 | 5 | 0.5% |
| 420 | 1 | 0.1% |
| 418 | 1 | 0.1% |
| 417 | 4 | 0.4% |
UnitNumber
Real number (ℝ)
High correlation
| Distinct | 461 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62299.854 |
| Minimum | 1 |
|---|---|
| Maximum | 722712 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 64 |
| Q3 | 1405 |
| 95-th percentile | 616162.6 |
| Maximum | 722712 |
| Range | 722711 |
| Interquartile range (IQR) | 1400 |
Descriptive statistics
| Standard deviation | 166005.99 |
|---|---|
| Coefficient of variation (CV) | 2.6646289 |
| Kurtosis | 6.2465783 |
| Mean | 62299.854 |
| Median Absolute Deviation (MAD) | 62 |
| Skewness | 2.7347675 |
| Sum | 57876564 |
| Variance | 2.7557989 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 108 | 11.6% |
| 3 | 106 | 11.4% |
| 2 | 66 | 7.1% |
| 1 | 23 | 2.5% |
| 7 | 16 | 1.7% |
| 4 | 14 | 1.5% |
| 6 | 12 | 1.3% |
| 9 | 10 | 1.1% |
| 12 | 10 | 1.1% |
| 10 | 10 | 1.1% |
| Other values (451) | 554 |
| Value | Count | Frequency (%) |
| 1 | 23 | 2.5% |
| 2 | 66 | |
| 3 | 106 | |
| 4 | 14 | 1.5% |
| 5 | 108 | |
| 6 | 12 | 1.3% |
| 7 | 16 | 1.7% |
| 8 | 5 | 0.5% |
| 9 | 10 | 1.1% |
| 10 | 10 | 1.1% |
| Value | Count | Frequency (%) |
| 722712 | 1 | |
| 722612 | 1 | |
| 722411 | 1 | |
| 722311 | 1 | |
| 665304 | 1 | |
| 665204 | 1 | |
| 661702 | 1 | |
| 661306 | 1 | |
| 661206 | 1 | |
| 660704 | 1 |
has_modern
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 739 | |
| 1 | 190 | 20.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 739 | |
| 1 | 190 | 20.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 739 | |
| 1 | 190 | 20.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 739 | |
| 1 | 190 | 20.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 739 | |
| 1 | 190 | 20.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 739 | |
| 1 | 190 | 20.5% |
has_facilities
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 494 | |
| 0 | 435 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 494 | |
| 0 | 435 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 494 | |
| 0 | 435 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 494 | |
| 0 | 435 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 494 | |
| 0 | 435 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 494 | |
| 0 | 435 |
has_green_view
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 522 | |
| 1 | 407 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 522 | |
| 1 | 407 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 522 | |
| 1 | 407 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 522 | |
| 1 | 407 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 522 | |
| 1 | 407 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 522 | |
| 1 | 407 |
has_water_feature
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 539 | |
| 1 | 390 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 539 | |
| 1 | 390 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 539 | |
| 1 | 390 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 539 | |
| 1 | 390 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 539 | |
| 1 | 390 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 539 | |
| 1 | 390 |
Bedroom_0
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 747 | |
| 1 | 182 | 19.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 747 | |
| 1 | 182 | 19.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 747 | |
| 1 | 182 | 19.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 747 | |
| 1 | 182 | 19.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 747 | |
| 1 | 182 | 19.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 747 | |
| 1 | 182 | 19.6% |
Bedroom_1
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 843 | |
| 1 | 86 | 9.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 843 | |
| 1 | 86 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 843 | |
| 1 | 86 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 843 | |
| 1 | 86 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 843 | |
| 1 | 86 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 843 | |
| 1 | 86 | 9.3% |
Bedroom_2
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 794 | |
| 1 | 135 | 14.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 794 | |
| 1 | 135 | 14.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 794 | |
| 1 | 135 | 14.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 794 | |
| 1 | 135 | 14.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 794 | |
| 1 | 135 | 14.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 794 | |
| 1 | 135 | 14.5% |
Bedroom_3
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 536 | |
| 1 | 393 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 536 | |
| 1 | 393 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 536 | |
| 1 | 393 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 536 | |
| 1 | 393 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 536 | |
| 1 | 393 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 536 | |
| 1 | 393 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 796 | |
| 1 | 133 | 14.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 796 | |
| 1 | 133 | 14.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 796 | |
| 1 | 133 | 14.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 796 | |
| 1 | 133 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 796 | |
| 1 | 133 | 14.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 796 | |
| 1 | 133 | 14.3% |
Bathroom_0
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 316 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 316 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 316 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 316 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 316 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 316 |
Bathroom_1
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 79 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 1 | 79 | 8.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 1 | 79 | 8.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 1 | 79 | 8.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 1 | 79 | 8.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 1 | 79 | 8.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 1 | 79 | 8.5% |
Bathroom_2
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 53 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 876 | |
| 1 | 53 | 5.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 876 | |
| 1 | 53 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 876 | |
| 1 | 53 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 876 | |
| 1 | 53 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 876 | |
| 1 | 53 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 876 | |
| 1 | 53 | 5.7% |
Bathroom_above 2
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 745 | |
| 1 | 184 | 19.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 745 | |
| 1 | 184 | 19.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 745 | |
| 1 | 184 | 19.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 745 | |
| 1 | 184 | 19.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 745 | |
| 1 | 184 | 19.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 745 | |
| 1 | 184 | 19.8% |
city_Cairo
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 61 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 868 | |
| 1 | 61 | 6.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 868 | |
| 1 | 61 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 868 | |
| 1 | 61 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 868 | |
| 1 | 61 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 868 | |
| 1 | 61 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 868 | |
| 1 | 61 | 6.6% |
city_Mansoura
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 60 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
city_Mersa Matruh
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 117 | 12.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 117 | 12.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 117 | 12.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 117 | 12.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 117 | 12.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 812 | |
| 1 | 117 | 12.6% |
city_New Administrative Capital
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 138 | 14.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 138 | 14.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 138 | 14.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 138 | 14.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 138 | 14.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 138 | 14.9% |
city_New Cairo
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 72 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 857 | |
| 1 | 72 | 7.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 857 | |
| 1 | 72 | 7.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 857 | |
| 1 | 72 | 7.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 857 | |
| 1 | 72 | 7.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 857 | |
| 1 | 72 | 7.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 857 | |
| 1 | 72 | 7.8% |
city_North Coast
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 469 | |
| 1 | 460 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 469 | |
| 1 | 460 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 469 | |
| 1 | 460 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 469 | |
| 1 | 460 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 469 | |
| 1 | 460 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 469 | |
| 1 | 460 |
city_Old Cairo
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 21 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 908 | |
| 1 | 21 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 908 | |
| 1 | 21 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 908 | |
| 1 | 21 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 908 | |
| 1 | 21 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 908 | |
| 1 | 21 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 908 | |
| 1 | 21 | 2.3% |
governorate_Alexandria
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 731 | |
| 1 | 198 | 21.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 731 | |
| 1 | 198 | 21.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 731 | |
| 1 | 198 | 21.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 731 | |
| 1 | 198 | 21.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 731 | |
| 1 | 198 | 21.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 731 | |
| 1 | 198 | 21.3% |
governorate_Cairo
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 1 | 292 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 1 | 292 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 1 | 292 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 1 | 292 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 1 | 292 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 637 | |
| 1 | 292 |
governorate_Dakahlia
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 60 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
governorate_Matrouh
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 550 | |
| 1 | 379 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 550 | |
| 1 | 379 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 550 | |
| 1 | 379 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 550 | |
| 1 | 379 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 550 | |
| 1 | 379 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 550 | |
| 1 | 379 |
propertyCategory_Commercial
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 780 | |
| 1 | 149 | 16.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 780 | |
| 1 | 149 | 16.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 780 | |
| 1 | 149 | 16.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 780 | |
| 1 | 149 | 16.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 780 | |
| 1 | 149 | 16.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 780 | |
| 1 | 149 | 16.0% |
propertyCategory_Residential
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 780 | |
| 0 | 149 | 16.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 780 | |
| 0 | 149 | 16.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 780 | |
| 0 | 149 | 16.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 780 | |
| 0 | 149 | 16.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 780 | |
| 0 | 149 | 16.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 780 | |
| 0 | 149 | 16.0% |
propertySubType_Apartment (Residential - Multi-Story Units)
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 708 | |
| 0 | 221 | 23.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 708 | |
| 0 | 221 | 23.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 708 | |
| 0 | 221 | 23.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 708 | |
| 0 | 221 | 23.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 708 | |
| 0 | 221 | 23.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 708 | |
| 0 | 221 | 23.8% |
propertySubType_Office
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 81 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 81 | 8.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 81 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 81 | 8.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 81 | 8.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 81 | 8.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 81 | 8.7% |
propertySubType_Others(very rare)
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 14 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 915 | |
| 1 | 14 | 1.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 915 | |
| 1 | 14 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 915 | |
| 1 | 14 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 915 | |
| 1 | 14 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 915 | |
| 1 | 14 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 915 | |
| 1 | 14 | 1.5% |
propertySubType_Residential - Attached Houses
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 60 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 60 | 6.5% |
propertySubType_Retail
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 0 | |
|---|---|
| 1 | 66 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 66 | 7.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 66 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 66 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 66 | 7.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 66 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 929 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 66 | 7.1% |
Is sqm outlier
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 KiB |
| False | |
|---|---|
| True | 73 |
| Value | Count | Frequency (%) |
| False | 856 | |
| True | 73 | 7.9% |
Is Price/Sqm outlier
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 781 | |
| True | 148 | 15.9% |
Is Price(EGP) outlier
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 812 | |
| True | 117 | 12.6% |
Is BuildingNumber outlier
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 794 | |
| True | 135 | 14.5% |
Is FloorNumber outlier
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 KiB |
| False | |
|---|---|
| True | 48 |
| Value | Count | Frequency (%) |
| False | 881 | |
| True | 48 | 5.2% |
Is UnitNumber outlier
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 752 | |
| True | 177 | 19.1% |
log(sqm)
Real number (ℝ)
High correlation
| Distinct | 391 |
|---|---|
| Distinct (%) | 42.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2339171 |
| Minimum | 2.7080502 |
|---|---|
| Maximum | 6.8977049 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 2.7080502 |
|---|---|
| 5-th percentile | 4.4783692 |
| Q1 | 4.9487599 |
| median | 5.32301 |
| Q3 | 5.4806389 |
| 95-th percentile | 5.986452 |
| Maximum | 6.8977049 |
| Range | 4.1896547 |
| Interquartile range (IQR) | 0.53187903 |
Descriptive statistics
| Standard deviation | 0.50401899 |
|---|---|
| Coefficient of variation (CV) | 0.09629862 |
| Kurtosis | 1.9395377 |
| Mean | 5.2339171 |
| Median Absolute Deviation (MAD) | 0.21102219 |
| Skewness | -0.49296433 |
| Sum | 4862.309 |
| Variance | 0.25403515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.531092983 | 52 | 5.6% |
| 5.529429088 | 31 | 3.3% |
| 5.332718793 | 27 | 2.9% |
| 5.442417711 | 21 | 2.3% |
| 5.986452005 | 14 | 1.5% |
| 4.8978398 | 13 | 1.4% |
| 5.173434184 | 13 | 1.4% |
| 6.01615716 | 12 | 1.3% |
| 5.170483995 | 11 | 1.2% |
| 4.86753445 | 11 | 1.2% |
| Other values (381) | 724 |
| Value | Count | Frequency (%) |
| 2.708050201 | 1 | 0.1% |
| 3.113515309 | 1 | 0.1% |
| 3.295836866 | 1 | 0.1% |
| 3.526360525 | 1 | 0.1% |
| 3.583518938 | 1 | 0.1% |
| 3.610917913 | 1 | 0.1% |
| 3.663561646 | 2 | |
| 3.737669618 | 1 | 0.1% |
| 3.795489189 | 1 | 0.1% |
| 3.80666249 | 3 |
| Value | Count | Frequency (%) |
| 6.897704943 | 1 | 0.1% |
| 6.792344427 | 1 | 0.1% |
| 6.756932389 | 1 | 0.1% |
| 6.745236349 | 1 | 0.1% |
| 6.651184202 | 1 | 0.1% |
| 6.606650186 | 4 | |
| 6.584791392 | 1 | 0.1% |
| 6.539585956 | 1 | 0.1% |
| 6.525029658 | 1 | 0.1% |
| 6.41493328 | 1 | 0.1% |
log(price)
Real number (ℝ)
High correlation
| Distinct | 795 |
|---|---|
| Distinct (%) | 85.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.123624 |
| Minimum | 14.004477 |
|---|---|
| Maximum | 18.612317 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 14.004477 |
|---|---|
| 5-th percentile | 14.917466 |
| Q1 | 15.734196 |
| median | 16.09932 |
| Q3 | 16.410691 |
| 95-th percentile | 17.468519 |
| Maximum | 18.612317 |
| Range | 4.6078405 |
| Interquartile range (IQR) | 0.67649431 |
Descriptive statistics
| Standard deviation | 0.69581834 |
|---|---|
| Coefficient of variation (CV) | 0.043155206 |
| Kurtosis | 0.49376347 |
| Mean | 16.123624 |
| Median Absolute Deviation (MAD) | 0.33804266 |
| Skewness | 0.41208014 |
| Sum | 14978.847 |
| Variance | 0.48416316 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.89567167 | 9 | 1.0% |
| 15.8692496 | 6 | 0.6% |
| 16.24868522 | 4 | 0.4% |
| 15.40474576 | 4 | 0.4% |
| 15.8352021 | 4 | 0.4% |
| 14.81562907 | 4 | 0.4% |
| 14.79693676 | 4 | 0.4% |
| 15.68808167 | 3 | 0.3% |
| 15.20753845 | 3 | 0.3% |
| 15.6267458 | 3 | 0.3% |
| Other values (785) | 885 |
| Value | Count | Frequency (%) |
| 14.00447666 | 1 | |
| 14.28738743 | 1 | |
| 14.3156796 | 1 | |
| 14.32413376 | 1 | |
| 14.4088374 | 1 | |
| 14.54450739 | 1 | |
| 14.639686 | 1 | |
| 14.66864847 | 1 | |
| 14.66992589 | 1 | |
| 14.68387076 | 1 |
| Value | Count | Frequency (%) |
| 18.61231712 | 1 | |
| 18.1842873 | 1 | |
| 18.01424517 | 1 | |
| 18.01236658 | 1 | |
| 18.00861389 | 2 | |
| 18.00673982 | 1 | |
| 17.99917771 | 1 | |
| 17.99537511 | 2 | |
| 17.9934607 | 1 | |
| 17.85372559 | 1 |
log(price/sqm)
Real number (ℝ)
High correlation
| Distinct | 818 |
|---|---|
| Distinct (%) | 88.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.889707 |
| Minimum | 9.5901676 |
|---|---|
| Maximum | 13.159264 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 9.5901676 |
|---|---|
| 5-th percentile | 10.086422 |
| Q1 | 10.393129 |
| median | 10.786634 |
| Q3 | 11.080941 |
| 95-th percentile | 12.249325 |
| Maximum | 13.159264 |
| Range | 3.5690962 |
| Interquartile range (IQR) | 0.68781225 |
Descriptive statistics
| Standard deviation | 0.65680761 |
|---|---|
| Coefficient of variation (CV) | 0.060314533 |
| Kurtosis | 0.42653332 |
| Mean | 10.889707 |
| Median Absolute Deviation (MAD) | 0.35095634 |
| Skewness | 1.0231145 |
| Sum | 10116.538 |
| Variance | 0.43139624 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.02813722 | 9 | 1.0% |
| 10.39278605 | 6 | 0.6% |
| 11.5395674 | 4 | 0.4% |
| 10.02813733 | 4 | 0.4% |
| 10.39278438 | 4 | 0.4% |
| 10.36132065 | 4 | 0.4% |
| 10.08932895 | 3 | 0.3% |
| 10.08941156 | 3 | 0.3% |
| 10.6679653 | 3 | 0.3% |
| 10.38245114 | 3 | 0.3% |
| Other values (808) | 886 |
| Value | Count | Frequency (%) |
| 9.590167635 | 1 | 0.1% |
| 9.617490606 | 1 | 0.1% |
| 9.877744418 | 1 | 0.1% |
| 9.913359301 | 1 | 0.1% |
| 9.929402306 | 1 | 0.1% |
| 9.962754298 | 1 | 0.1% |
| 9.980503708 | 1 | 0.1% |
| 9.990397013 | 2 | |
| 10.00944498 | 1 | 0.1% |
| 10.00944502 | 3 |
| Value | Count | Frequency (%) |
| 13.15926385 | 1 | |
| 12.8654799 | 1 | |
| 12.84382456 | 1 | |
| 12.82257352 | 1 | |
| 12.7459147 | 1 | |
| 12.71813479 | 1 | |
| 12.71190986 | 1 | |
| 12.71000892 | 1 | |
| 12.70405789 | 1 | |
| 12.70005973 | 1 |
Interactions
Correlations
| Bathroom_0 | Bathroom_1 | Bathroom_2 | Bathroom_above 2 | Bedroom_0 | Bedroom_1 | Bedroom_2 | Bedroom_3 | Bedroom_above 3 | BuildingNumber | FloorNumber | HighFloor | Is BuildingNumber outlier | Is FloorNumber outlier | Is Price(EGP) outlier | Is Price/Sqm outlier | Is UnitNumber outlier | Is sqm outlier | LowFloor | MidFloor | Price(EGP) | Price/Sqm | UnitNumber | city_Cairo | city_Mansoura | city_Mersa Matruh | city_New Administrative Capital | city_New Cairo | city_North Coast | city_Old Cairo | governorate_Alexandria | governorate_Cairo | governorate_Dakahlia | governorate_Matrouh | has_building_facilities | has_facilities | has_green_view | has_main_facilities | has_modern | has_other_features | has_parking_safety | has_security_features | has_water_feature | log(price) | log(price/sqm) | log(sqm) | name | propertyCategory_Commercial | propertyCategory_Residential | propertySubType_Apartment (Residential - Multi-Story Units) | propertySubType_Office | propertySubType_Others(very rare) | propertySubType_Residential - Attached Houses | propertySubType_Retail | sqm | year_built | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Bathroom_0 | 1.000 | 0.419 | 0.336 | 0.689 | 0.350 | 0.215 | 0.102 | 0.394 | 0.076 | 0.153 | 0.114 | 0.049 | 0.000 | 0.000 | 0.000 | 0.125 | 0.000 | 0.000 | 0.109 | 0.071 | 0.204 | 0.167 | 0.251 | 0.174 | 0.031 | 0.298 | 0.034 | 0.105 | 0.025 | 0.096 | 0.331 | 0.232 | 0.031 | 0.524 | 0.175 | 0.154 | 0.105 | 0.198 | 0.258 | 0.118 | 0.042 | 0.315 | 0.264 | 0.443 | 0.364 | 0.288 | 0.806 | 0.303 | 0.303 | 0.279 | 0.207 | 0.000 | 0.015 | 0.191 | 0.375 | 0.205 |
| Bathroom_1 | 0.419 | 1.000 | 0.058 | 0.143 | 0.142 | 0.085 | 0.150 | 0.089 | 0.026 | 0.305 | 0.000 | 0.080 | 0.128 | 0.053 | 0.105 | 0.123 | 0.298 | 0.042 | 0.000 | 0.076 | 0.149 | 0.139 | 0.566 | 0.065 | 0.000 | 0.093 | 0.106 | 0.074 | 0.263 | 0.006 | 0.141 | 0.191 | 0.000 | 0.323 | 0.139 | 0.226 | 0.193 | 0.238 | 0.136 | 0.000 | 0.098 | 0.077 | 0.132 | 0.412 | 0.268 | 0.131 | 0.631 | 0.124 | 0.124 | 0.135 | 0.081 | 0.000 | 0.000 | 0.069 | 0.243 | 0.263 |
| Bathroom_2 | 0.336 | 0.058 | 1.000 | 0.112 | 0.111 | 0.044 | 0.000 | 0.000 | 0.168 | 0.000 | 0.027 | 0.000 | 0.060 | 0.000 | 0.030 | 0.095 | 0.084 | 0.023 | 0.022 | 0.000 | 0.000 | 0.107 | 0.045 | 0.045 | 0.070 | 0.048 | 0.372 | 0.000 | 0.199 | 0.000 | 0.082 | 0.216 | 0.070 | 0.168 | 0.236 | 0.148 | 0.163 | 0.095 | 0.065 | 0.282 | 0.444 | 0.514 | 0.183 | 0.125 | 0.289 | 0.202 | 0.802 | 0.096 | 0.096 | 0.030 | 0.059 | 0.000 | 0.021 | 0.049 | 0.319 | 0.116 |
| Bathroom_above 2 | 0.689 | 0.143 | 0.112 | 1.000 | 0.240 | 0.151 | 0.016 | 0.380 | 0.165 | 0.149 | 0.174 | 0.117 | 0.063 | 0.065 | 0.103 | 0.000 | 0.109 | 0.000 | 0.080 | 0.000 | 0.345 | 0.114 | 0.180 | 0.111 | 0.074 | 0.466 | 0.194 | 0.035 | 0.000 | 0.058 | 0.233 | 0.268 | 0.074 | 0.496 | 0.170 | 0.256 | 0.368 | 0.124 | 0.158 | 0.000 | 0.110 | 0.131 | 0.328 | 0.493 | 0.416 | 0.301 | 0.861 | 0.204 | 0.204 | 0.202 | 0.135 | 0.000 | 0.035 | 0.128 | 0.388 | 0.353 |
| Bedroom_0 | 0.350 | 0.142 | 0.111 | 0.240 | 1.000 | 0.149 | 0.197 | 0.419 | 0.195 | 0.140 | 0.217 | 0.189 | 0.118 | 0.182 | 0.371 | 0.655 | 0.234 | 0.114 | 0.020 | 0.145 | 0.498 | 0.721 | 0.178 | 0.520 | 0.120 | 0.071 | 0.177 | 0.470 | 0.464 | 0.297 | 0.225 | 0.509 | 0.120 | 0.223 | 0.018 | 0.073 | 0.058 | 0.088 | 0.000 | 0.088 | 0.252 | 0.075 | 0.267 | 0.577 | 0.771 | 0.473 | 0.941 | 0.874 | 0.874 | 0.663 | 0.611 | 0.000 | 0.120 | 0.554 | 0.290 | 0.382 |
| Bedroom_1 | 0.215 | 0.085 | 0.044 | 0.151 | 0.149 | 1.000 | 0.122 | 0.268 | 0.121 | 0.062 | 0.083 | 0.085 | 0.054 | 0.057 | 0.063 | 0.119 | 0.098 | 0.080 | 0.000 | 0.078 | 0.111 | 0.224 | 0.101 | 0.070 | 0.069 | 0.099 | 0.050 | 0.079 | 0.167 | 0.015 | 0.427 | 0.051 | 0.069 | 0.252 | 0.232 | 0.128 | 0.216 | 0.172 | 0.542 | 0.156 | 0.091 | 0.082 | 0.251 | 0.435 | 0.226 | 0.700 | 0.564 | 0.131 | 0.131 | 0.117 | 0.086 | 0.000 | 0.000 | 0.074 | 0.620 | 0.194 |
| Bedroom_2 | 0.102 | 0.150 | 0.000 | 0.016 | 0.197 | 0.122 | 1.000 | 0.349 | 0.161 | 0.357 | 0.000 | 0.058 | 0.222 | 0.009 | 0.120 | 0.155 | 0.190 | 0.086 | 0.027 | 0.076 | 0.185 | 0.189 | 0.201 | 0.085 | 0.041 | 0.101 | 0.084 | 0.085 | 0.147 | 0.041 | 0.000 | 0.041 | 0.041 | 0.097 | 0.000 | 0.189 | 0.021 | 0.029 | 0.078 | 0.000 | 0.018 | 0.000 | 0.051 | 0.299 | 0.318 | 0.537 | 0.437 | 0.165 | 0.165 | 0.188 | 0.106 | 0.000 | 0.070 | 0.103 | 0.429 | 0.146 |
| Bedroom_3 | 0.394 | 0.089 | 0.000 | 0.380 | 0.419 | 0.268 | 0.349 | 1.000 | 0.346 | 0.161 | 0.053 | 0.000 | 0.032 | 0.000 | 0.093 | 0.207 | 0.027 | 0.164 | 0.000 | 0.000 | 0.200 | 0.258 | 0.127 | 0.220 | 0.193 | 0.174 | 0.000 | 0.184 | 0.000 | 0.118 | 0.179 | 0.266 | 0.193 | 0.305 | 0.080 | 0.054 | 0.192 | 0.033 | 0.251 | 0.104 | 0.128 | 0.080 | 0.234 | 0.363 | 0.299 | 0.485 | 0.615 | 0.370 | 0.370 | 0.197 | 0.259 | 0.000 | 0.202 | 0.230 | 0.408 | 0.382 |
| Bedroom_above 3 | 0.076 | 0.026 | 0.168 | 0.165 | 0.195 | 0.121 | 0.161 | 0.346 | 1.000 | 0.069 | 0.067 | 0.056 | 0.089 | 0.051 | 0.079 | 0.171 | 0.089 | 0.061 | 0.000 | 0.000 | 0.119 | 0.209 | 0.306 | 0.097 | 0.000 | 0.137 | 0.037 | 0.084 | 0.179 | 0.040 | 0.186 | 0.082 | 0.000 | 0.059 | 0.019 | 0.094 | 0.043 | 0.067 | 0.000 | 0.087 | 0.000 | 0.069 | 0.112 | 0.225 | 0.360 | 0.392 | 0.408 | 0.171 | 0.171 | 0.164 | 0.116 | 0.054 | 0.055 | 0.102 | 0.472 | 0.112 |
| BuildingNumber | 0.153 | 0.305 | 0.000 | 0.149 | 0.140 | 0.062 | 0.357 | 0.161 | 0.069 | 1.000 | 0.009 | 0.073 | 0.852 | 0.000 | 0.093 | 0.117 | 0.514 | 0.056 | 0.119 | 0.141 | -0.114 | -0.025 | 0.388 | 0.035 | 0.326 | 0.102 | 0.581 | 0.054 | 0.315 | 0.000 | 0.162 | 0.377 | 0.326 | 0.316 | 0.212 | 0.342 | 0.323 | 0.337 | 0.139 | 0.365 | 0.143 | 0.000 | 0.299 | -0.114 | -0.025 | -0.122 | 0.407 | 0.117 | 0.117 | 0.211 | 0.066 | 0.000 | 0.326 | 0.058 | -0.122 | 0.109 |
| FloorNumber | 0.114 | 0.000 | 0.027 | 0.174 | 0.217 | 0.083 | 0.000 | 0.053 | 0.067 | 0.009 | 1.000 | 0.996 | 0.027 | 0.996 | 0.339 | 0.440 | 0.077 | 0.183 | 0.812 | 0.814 | -0.039 | 0.156 | 0.087 | 0.351 | 0.218 | 0.334 | 0.136 | 0.239 | 0.205 | 0.000 | 0.154 | 0.174 | 0.218 | 0.153 | 0.143 | 0.082 | 0.238 | 0.351 | 0.125 | 0.120 | 0.259 | 0.449 | 0.105 | -0.039 | 0.156 | -0.138 | 0.346 | 0.211 | 0.211 | 0.265 | 0.281 | 0.000 | 0.218 | 0.273 | -0.138 | 0.132 |
| HighFloor | 0.049 | 0.080 | 0.000 | 0.117 | 0.189 | 0.085 | 0.058 | 0.000 | 0.056 | 0.073 | 0.996 | 1.000 | 0.082 | 0.751 | 0.222 | 0.374 | 0.110 | 0.067 | 0.271 | 0.281 | 0.296 | 0.503 | 0.084 | 0.250 | 0.065 | 0.199 | 0.034 | 0.000 | 0.182 | 0.008 | 0.123 | 0.088 | 0.065 | 0.042 | 0.083 | 0.042 | 0.202 | 0.307 | 0.118 | 0.129 | 0.219 | 0.337 | 0.020 | 0.318 | 0.550 | 0.328 | 0.620 | 0.150 | 0.150 | 0.069 | 0.195 | 0.000 | 0.065 | 0.000 | 0.317 | 0.128 |
| Is BuildingNumber outlier | 0.000 | 0.128 | 0.060 | 0.063 | 0.118 | 0.054 | 0.222 | 0.032 | 0.089 | 0.852 | 0.027 | 0.082 | 1.000 | 0.083 | 0.101 | 0.155 | 0.519 | 0.033 | 0.000 | 0.049 | 0.099 | 0.189 | 0.478 | 0.098 | 0.011 | 0.139 | 0.294 | 0.109 | 0.031 | 0.085 | 0.208 | 0.128 | 0.011 | 0.000 | 0.000 | 0.189 | 0.075 | 0.048 | 0.118 | 0.182 | 0.000 | 0.064 | 0.044 | 0.171 | 0.282 | 0.147 | 0.663 | 0.156 | 0.156 | 0.115 | 0.118 | 0.052 | 0.000 | 0.078 | 0.170 | 0.078 |
| Is FloorNumber outlier | 0.000 | 0.053 | 0.000 | 0.065 | 0.182 | 0.057 | 0.009 | 0.000 | 0.051 | 0.000 | 0.996 | 0.751 | 0.083 | 1.000 | 0.224 | 0.396 | 0.089 | 0.000 | 0.203 | 0.211 | 0.277 | 0.517 | 0.035 | 0.141 | 0.040 | 0.224 | 0.085 | 0.060 | 0.155 | 0.000 | 0.073 | 0.014 | 0.040 | 0.049 | 0.131 | 0.000 | 0.158 | 0.328 | 0.069 | 0.141 | 0.165 | 0.295 | 0.053 | 0.273 | 0.518 | 0.336 | 0.629 | 0.112 | 0.112 | 0.048 | 0.104 | 0.000 | 0.040 | 0.022 | 0.243 | 0.091 |
| Is Price(EGP) outlier | 0.000 | 0.105 | 0.030 | 0.103 | 0.371 | 0.063 | 0.120 | 0.093 | 0.079 | 0.093 | 0.339 | 0.222 | 0.101 | 0.224 | 1.000 | 0.663 | 0.177 | 0.169 | 0.063 | 0.041 | 0.950 | 0.757 | 0.129 | 0.000 | 0.000 | 0.280 | 0.074 | 0.465 | 0.326 | 0.033 | 0.191 | 0.163 | 0.000 | 0.000 | 0.116 | 0.253 | 0.000 | 0.105 | 0.120 | 0.113 | 0.050 | 0.333 | 0.029 | 0.919 | 0.762 | 0.289 | 0.818 | 0.385 | 0.385 | 0.331 | 0.416 | 0.065 | 0.023 | 0.085 | 0.333 | 0.172 |
| Is Price/Sqm outlier | 0.125 | 0.123 | 0.095 | 0.000 | 0.655 | 0.119 | 0.155 | 0.207 | 0.171 | 0.117 | 0.440 | 0.374 | 0.155 | 0.396 | 0.663 | 1.000 | 0.205 | 0.027 | 0.055 | 0.141 | 0.728 | 0.992 | 0.153 | 0.472 | 0.103 | 0.173 | 0.149 | 0.483 | 0.427 | 0.046 | 0.221 | 0.392 | 0.103 | 0.121 | 0.010 | 0.100 | 0.087 | 0.343 | 0.163 | 0.000 | 0.309 | 0.241 | 0.155 | 0.736 | 0.963 | 0.473 | 0.949 | 0.703 | 0.703 | 0.533 | 0.558 | 0.000 | 0.091 | 0.365 | 0.323 | 0.264 |
| Is UnitNumber outlier | 0.000 | 0.298 | 0.084 | 0.109 | 0.234 | 0.098 | 0.190 | 0.027 | 0.089 | 0.514 | 0.077 | 0.110 | 0.519 | 0.089 | 0.177 | 0.205 | 1.000 | 0.122 | 0.035 | 0.111 | 0.208 | 0.258 | 0.802 | 0.119 | 0.117 | 0.135 | 0.152 | 0.132 | 0.199 | 0.056 | 0.247 | 0.035 | 0.117 | 0.318 | 0.000 | 0.326 | 0.038 | 0.229 | 0.144 | 0.036 | 0.058 | 0.082 | 0.232 | 0.274 | 0.405 | 0.237 | 0.782 | 0.206 | 0.206 | 0.259 | 0.141 | 0.000 | 0.117 | 0.125 | 0.216 | 0.290 |
| Is sqm outlier | 0.000 | 0.042 | 0.023 | 0.000 | 0.114 | 0.080 | 0.086 | 0.164 | 0.061 | 0.056 | 0.183 | 0.067 | 0.033 | 0.000 | 0.169 | 0.027 | 0.122 | 1.000 | 0.123 | 0.170 | 0.382 | 0.107 | 0.080 | 0.017 | 0.647 | 0.040 | 0.000 | 0.070 | 0.275 | 0.000 | 0.143 | 0.075 | 0.647 | 0.112 | 0.173 | 0.260 | 0.060 | 0.000 | 0.119 | 0.213 | 0.051 | 0.152 | 0.118 | 0.406 | 0.383 | 0.791 | 0.735 | 0.095 | 0.095 | 0.272 | 0.076 | 0.307 | 0.468 | 0.026 | 0.856 | 0.488 |
| LowFloor | 0.109 | 0.000 | 0.022 | 0.080 | 0.020 | 0.000 | 0.027 | 0.000 | 0.000 | 0.119 | 0.812 | 0.271 | 0.000 | 0.203 | 0.063 | 0.055 | 0.035 | 0.123 | 1.000 | 0.839 | 0.192 | 0.162 | 0.048 | 0.031 | 0.286 | 0.050 | 0.094 | 0.072 | 0.073 | 0.000 | 0.073 | 0.103 | 0.286 | 0.000 | 0.067 | 0.039 | 0.148 | 0.065 | 0.000 | 0.056 | 0.034 | 0.156 | 0.073 | 0.201 | 0.243 | 0.178 | 0.421 | 0.068 | 0.068 | 0.265 | 0.117 | 0.087 | 0.286 | 0.250 | 0.218 | 0.185 |
| MidFloor | 0.071 | 0.076 | 0.000 | 0.000 | 0.145 | 0.078 | 0.076 | 0.000 | 0.000 | 0.141 | 0.814 | 0.281 | 0.049 | 0.211 | 0.041 | 0.141 | 0.111 | 0.170 | 0.839 | 1.000 | 0.170 | 0.219 | 0.000 | 0.188 | 0.239 | 0.173 | 0.124 | 0.055 | 0.183 | 0.043 | 0.150 | 0.042 | 0.239 | 0.048 | 0.000 | 0.000 | 0.009 | 0.093 | 0.073 | 0.000 | 0.066 | 0.000 | 0.045 | 0.210 | 0.287 | 0.267 | 0.424 | 0.161 | 0.161 | 0.310 | 0.000 | 0.063 | 0.239 | 0.252 | 0.229 | 0.158 |
| Price(EGP) | 0.204 | 0.149 | 0.000 | 0.345 | 0.498 | 0.111 | 0.185 | 0.200 | 0.119 | -0.114 | -0.039 | 0.296 | 0.099 | 0.277 | 0.950 | 0.728 | 0.208 | 0.382 | 0.192 | 0.170 | 1.000 | 0.675 | 0.120 | 0.236 | 0.000 | 0.473 | 0.104 | 0.540 | 0.400 | 0.025 | 0.284 | 0.220 | 0.000 | 0.186 | 0.203 | 0.289 | 0.176 | 0.230 | 0.192 | 0.170 | 0.105 | 0.481 | 0.150 | 1.000 | 0.675 | 0.510 | 0.596 | 0.539 | 0.539 | 0.494 | 0.482 | 0.159 | 0.000 | 0.480 | 0.510 | 0.218 |
| Price/Sqm | 0.167 | 0.139 | 0.107 | 0.114 | 0.721 | 0.224 | 0.189 | 0.258 | 0.209 | -0.025 | 0.156 | 0.503 | 0.189 | 0.517 | 0.757 | 0.992 | 0.258 | 0.107 | 0.162 | 0.219 | 0.675 | 1.000 | 0.207 | 0.616 | 0.120 | 0.354 | 0.165 | 0.697 | 0.425 | 0.000 | 0.206 | 0.429 | 0.120 | 0.207 | 0.295 | 0.249 | 0.240 | 0.458 | 0.209 | 0.345 | 0.523 | 0.365 | 0.232 | 0.675 | 1.000 | -0.170 | 0.531 | 0.790 | 0.790 | 0.604 | 0.694 | 0.000 | 0.049 | 0.704 | -0.170 | 0.176 |
| UnitNumber | 0.251 | 0.566 | 0.045 | 0.180 | 0.178 | 0.101 | 0.201 | 0.127 | 0.306 | 0.388 | 0.087 | 0.084 | 0.478 | 0.035 | 0.129 | 0.153 | 0.802 | 0.080 | 0.048 | 0.000 | 0.120 | 0.207 | 1.000 | 0.073 | 0.072 | 0.129 | 0.270 | 0.086 | 0.356 | 0.000 | 0.190 | 0.261 | 0.072 | 0.424 | 0.203 | 0.357 | 0.309 | 0.456 | 0.194 | 0.245 | 0.088 | 0.068 | 0.355 | 0.120 | 0.207 | 0.029 | 0.382 | 0.154 | 0.154 | 0.206 | 0.096 | 0.000 | 0.072 | 0.079 | 0.029 | 0.253 |
| city_Cairo | 0.174 | 0.065 | 0.045 | 0.111 | 0.520 | 0.070 | 0.085 | 0.220 | 0.097 | 0.035 | 0.351 | 0.250 | 0.098 | 0.141 | 0.000 | 0.472 | 0.119 | 0.017 | 0.031 | 0.188 | 0.236 | 0.616 | 0.073 | 1.000 | 0.051 | 0.088 | 0.099 | 0.060 | 0.256 | 0.000 | 0.129 | 0.386 | 0.051 | 0.213 | 0.197 | 0.126 | 0.241 | 0.292 | 0.055 | 0.175 | 0.499 | 0.063 | 0.219 | 0.256 | 0.623 | 0.631 | 0.985 | 0.600 | 0.600 | 0.468 | 0.356 | 0.000 | 0.051 | 0.425 | 0.423 | 0.511 |
| city_Mansoura | 0.031 | 0.000 | 0.070 | 0.074 | 0.120 | 0.069 | 0.041 | 0.193 | 0.000 | 0.326 | 0.218 | 0.065 | 0.011 | 0.040 | 0.000 | 0.103 | 0.117 | 0.647 | 0.286 | 0.239 | 0.000 | 0.120 | 0.072 | 0.051 | 1.000 | 0.087 | 0.098 | 0.060 | 0.254 | 0.000 | 0.127 | 0.170 | 0.991 | 0.211 | 0.335 | 0.240 | 0.225 | 0.139 | 0.124 | 0.376 | 0.081 | 0.062 | 0.217 | 0.237 | 0.430 | 0.710 | 0.985 | 0.104 | 0.104 | 0.464 | 0.066 | 0.344 | 0.795 | 0.055 | 0.805 | 0.648 |
| city_Mersa Matruh | 0.298 | 0.093 | 0.048 | 0.466 | 0.071 | 0.099 | 0.101 | 0.174 | 0.137 | 0.102 | 0.334 | 0.199 | 0.139 | 0.224 | 0.280 | 0.173 | 0.135 | 0.040 | 0.050 | 0.173 | 0.473 | 0.354 | 0.129 | 0.088 | 0.087 | 1.000 | 0.151 | 0.099 | 0.371 | 0.033 | 0.191 | 0.252 | 0.087 | 0.453 | 0.138 | 0.181 | 0.202 | 0.036 | 0.120 | 0.036 | 0.127 | 0.297 | 0.217 | 0.478 | 0.487 | 0.313 | 0.821 | 0.060 | 0.060 | 0.000 | 0.107 | 0.007 | 0.000 | 0.227 | 0.361 | 0.163 |
| city_New Administrative Capital | 0.034 | 0.106 | 0.372 | 0.194 | 0.177 | 0.050 | 0.084 | 0.000 | 0.037 | 0.581 | 0.136 | 0.034 | 0.294 | 0.085 | 0.074 | 0.149 | 0.152 | 0.000 | 0.094 | 0.124 | 0.104 | 0.165 | 0.270 | 0.099 | 0.098 | 0.151 | 1.000 | 0.111 | 0.410 | 0.042 | 0.211 | 0.613 | 0.098 | 0.342 | 0.094 | 0.135 | 0.174 | 0.229 | 0.098 | 0.259 | 0.253 | 0.258 | 0.351 | 0.184 | 0.401 | 0.230 | 0.985 | 0.159 | 0.159 | 0.170 | 0.119 | 0.022 | 0.000 | 0.080 | 0.191 | 0.258 |
| city_New Cairo | 0.105 | 0.074 | 0.000 | 0.035 | 0.470 | 0.079 | 0.085 | 0.184 | 0.084 | 0.054 | 0.239 | 0.000 | 0.109 | 0.060 | 0.465 | 0.483 | 0.132 | 0.070 | 0.072 | 0.055 | 0.540 | 0.697 | 0.086 | 0.060 | 0.060 | 0.099 | 0.111 | 1.000 | 0.281 | 0.000 | 0.142 | 0.423 | 0.060 | 0.234 | 0.203 | 0.160 | 0.143 | 0.000 | 0.000 | 0.243 | 0.000 | 0.071 | 0.240 | 0.575 | 0.747 | 0.279 | 0.985 | 0.514 | 0.514 | 0.390 | 0.645 | 0.000 | 0.060 | 0.000 | 0.121 | 0.174 |
| city_North Coast | 0.025 | 0.263 | 0.199 | 0.000 | 0.464 | 0.167 | 0.147 | 0.000 | 0.179 | 0.315 | 0.205 | 0.182 | 0.031 | 0.155 | 0.326 | 0.427 | 0.199 | 0.275 | 0.073 | 0.183 | 0.400 | 0.425 | 0.356 | 0.256 | 0.254 | 0.371 | 0.410 | 0.281 | 1.000 | 0.140 | 0.522 | 0.668 | 0.254 | 0.322 | 0.057 | 0.205 | 0.148 | 0.057 | 0.175 | 0.516 | 0.269 | 0.248 | 0.402 | 0.476 | 0.478 | 0.521 | 0.917 | 0.429 | 0.429 | 0.545 | 0.301 | 0.090 | 0.254 | 0.268 | 0.363 | 0.456 |
| city_Old Cairo | 0.096 | 0.006 | 0.000 | 0.058 | 0.297 | 0.015 | 0.041 | 0.118 | 0.040 | 0.000 | 0.000 | 0.008 | 0.085 | 0.000 | 0.033 | 0.046 | 0.056 | 0.000 | 0.000 | 0.043 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.042 | 0.000 | 0.140 | 1.000 | 0.062 | 0.214 | 0.000 | 0.114 | 0.187 | 0.131 | 0.123 | 0.070 | 0.289 | 0.211 | 0.028 | 0.000 | 0.168 | 0.524 | 0.341 | 0.214 | 0.985 | 0.046 | 0.046 | 0.069 | 0.009 | 0.000 | 0.000 | 0.000 | 0.152 | 0.077 |
| governorate_Alexandria | 0.331 | 0.141 | 0.082 | 0.233 | 0.225 | 0.427 | 0.000 | 0.179 | 0.186 | 0.162 | 0.154 | 0.123 | 0.208 | 0.073 | 0.191 | 0.221 | 0.247 | 0.143 | 0.073 | 0.150 | 0.284 | 0.206 | 0.190 | 0.129 | 0.127 | 0.191 | 0.211 | 0.142 | 0.522 | 0.062 | 1.000 | 0.348 | 0.127 | 0.428 | 0.386 | 0.000 | 0.033 | 0.288 | 0.409 | 0.342 | 0.180 | 0.146 | 0.044 | 0.490 | 0.271 | 0.436 | 0.957 | 0.222 | 0.222 | 0.286 | 0.153 | 0.042 | 0.127 | 0.135 | 0.325 | 0.324 |
| governorate_Cairo | 0.232 | 0.191 | 0.216 | 0.268 | 0.509 | 0.051 | 0.041 | 0.266 | 0.082 | 0.377 | 0.174 | 0.088 | 0.128 | 0.014 | 0.163 | 0.392 | 0.035 | 0.075 | 0.103 | 0.042 | 0.220 | 0.429 | 0.261 | 0.386 | 0.170 | 0.252 | 0.613 | 0.423 | 0.668 | 0.214 | 0.348 | 1.000 | 0.170 | 0.559 | 0.000 | 0.015 | 0.134 | 0.000 | 0.000 | 0.316 | 0.438 | 0.087 | 0.474 | 0.321 | 0.487 | 0.467 | 0.985 | 0.471 | 0.471 | 0.314 | 0.451 | 0.015 | 0.112 | 0.157 | 0.255 | 0.438 |
| governorate_Dakahlia | 0.031 | 0.000 | 0.070 | 0.074 | 0.120 | 0.069 | 0.041 | 0.193 | 0.000 | 0.326 | 0.218 | 0.065 | 0.011 | 0.040 | 0.000 | 0.103 | 0.117 | 0.647 | 0.286 | 0.239 | 0.000 | 0.120 | 0.072 | 0.051 | 0.991 | 0.087 | 0.098 | 0.060 | 0.254 | 0.000 | 0.127 | 0.170 | 1.000 | 0.211 | 0.335 | 0.240 | 0.225 | 0.139 | 0.124 | 0.376 | 0.081 | 0.062 | 0.217 | 0.237 | 0.430 | 0.710 | 0.985 | 0.104 | 0.104 | 0.464 | 0.066 | 0.344 | 0.795 | 0.055 | 0.805 | 0.648 |
| governorate_Matrouh | 0.524 | 0.323 | 0.168 | 0.496 | 0.223 | 0.252 | 0.097 | 0.305 | 0.059 | 0.316 | 0.153 | 0.042 | 0.000 | 0.049 | 0.000 | 0.121 | 0.318 | 0.112 | 0.000 | 0.048 | 0.186 | 0.207 | 0.424 | 0.213 | 0.211 | 0.453 | 0.342 | 0.234 | 0.322 | 0.114 | 0.428 | 0.559 | 0.211 | 1.000 | 0.152 | 0.062 | 0.045 | 0.345 | 0.242 | 0.200 | 0.209 | 0.064 | 0.511 | 0.367 | 0.440 | 0.400 | 0.966 | 0.196 | 0.196 | 0.290 | 0.251 | 0.068 | 0.166 | 0.000 | 0.400 | 0.602 |
| has_building_facilities | 0.175 | 0.139 | 0.236 | 0.170 | 0.018 | 0.232 | 0.000 | 0.080 | 0.019 | 0.212 | 0.143 | 0.083 | 0.000 | 0.131 | 0.116 | 0.010 | 0.000 | 0.173 | 0.067 | 0.000 | 0.203 | 0.295 | 0.203 | 0.197 | 0.335 | 0.138 | 0.094 | 0.203 | 0.057 | 0.187 | 0.386 | 0.000 | 0.335 | 0.152 | 1.000 | 0.304 | 0.286 | 0.051 | 0.259 | 0.349 | 0.000 | 0.071 | 0.128 | 0.344 | 0.347 | 0.351 | 0.834 | 0.000 | 0.000 | 0.181 | 0.165 | 0.110 | 0.280 | 0.206 | 0.382 | 0.565 |
| has_facilities | 0.154 | 0.226 | 0.148 | 0.256 | 0.073 | 0.128 | 0.189 | 0.054 | 0.094 | 0.342 | 0.082 | 0.042 | 0.189 | 0.000 | 0.253 | 0.100 | 0.326 | 0.260 | 0.039 | 0.000 | 0.289 | 0.249 | 0.357 | 0.126 | 0.240 | 0.181 | 0.135 | 0.160 | 0.205 | 0.131 | 0.000 | 0.015 | 0.240 | 0.062 | 0.304 | 1.000 | 0.157 | 0.231 | 0.317 | 0.215 | 0.088 | 0.232 | 0.140 | 0.343 | 0.340 | 0.356 | 0.800 | 0.000 | 0.000 | 0.159 | 0.145 | 0.064 | 0.187 | 0.109 | 0.343 | 0.136 |
| has_green_view | 0.105 | 0.193 | 0.163 | 0.368 | 0.058 | 0.216 | 0.021 | 0.192 | 0.043 | 0.323 | 0.238 | 0.202 | 0.075 | 0.158 | 0.000 | 0.087 | 0.038 | 0.060 | 0.148 | 0.009 | 0.176 | 0.240 | 0.309 | 0.241 | 0.225 | 0.202 | 0.174 | 0.143 | 0.148 | 0.123 | 0.033 | 0.134 | 0.225 | 0.045 | 0.286 | 0.157 | 1.000 | 0.116 | 0.358 | 0.183 | 0.011 | 0.000 | 0.331 | 0.362 | 0.372 | 0.263 | 0.847 | 0.032 | 0.032 | 0.167 | 0.032 | 0.034 | 0.181 | 0.000 | 0.251 | 0.241 |
| has_main_facilities | 0.198 | 0.238 | 0.095 | 0.124 | 0.088 | 0.172 | 0.029 | 0.033 | 0.067 | 0.337 | 0.351 | 0.307 | 0.048 | 0.328 | 0.105 | 0.343 | 0.229 | 0.000 | 0.065 | 0.093 | 0.230 | 0.458 | 0.456 | 0.292 | 0.139 | 0.036 | 0.229 | 0.000 | 0.057 | 0.070 | 0.288 | 0.000 | 0.139 | 0.345 | 0.051 | 0.231 | 0.116 | 1.000 | 0.198 | 0.382 | 0.212 | 0.168 | 0.330 | 0.344 | 0.573 | 0.365 | 0.807 | 0.096 | 0.096 | 0.000 | 0.000 | 0.000 | 0.139 | 0.140 | 0.191 | 0.219 |
| has_modern | 0.258 | 0.136 | 0.065 | 0.158 | 0.000 | 0.542 | 0.078 | 0.251 | 0.000 | 0.139 | 0.125 | 0.118 | 0.118 | 0.069 | 0.120 | 0.163 | 0.144 | 0.119 | 0.000 | 0.073 | 0.192 | 0.209 | 0.194 | 0.055 | 0.124 | 0.120 | 0.098 | 0.000 | 0.175 | 0.289 | 0.409 | 0.000 | 0.124 | 0.242 | 0.259 | 0.317 | 0.358 | 0.198 | 1.000 | 0.212 | 0.175 | 0.142 | 0.314 | 0.482 | 0.227 | 0.437 | 0.714 | 0.111 | 0.111 | 0.151 | 0.148 | 0.040 | 0.053 | 0.000 | 0.375 | 0.183 |
| has_other_features | 0.118 | 0.000 | 0.282 | 0.000 | 0.088 | 0.156 | 0.000 | 0.104 | 0.087 | 0.365 | 0.120 | 0.129 | 0.182 | 0.141 | 0.113 | 0.000 | 0.036 | 0.213 | 0.056 | 0.000 | 0.170 | 0.345 | 0.245 | 0.175 | 0.376 | 0.036 | 0.259 | 0.243 | 0.516 | 0.211 | 0.342 | 0.316 | 0.376 | 0.200 | 0.349 | 0.215 | 0.183 | 0.382 | 0.212 | 1.000 | 0.130 | 0.109 | 0.291 | 0.266 | 0.468 | 0.374 | 0.882 | 0.000 | 0.000 | 0.245 | 0.206 | 0.109 | 0.320 | 0.183 | 0.353 | 0.500 |
| has_parking_safety | 0.042 | 0.098 | 0.444 | 0.110 | 0.252 | 0.091 | 0.018 | 0.128 | 0.000 | 0.143 | 0.259 | 0.219 | 0.000 | 0.165 | 0.050 | 0.309 | 0.058 | 0.051 | 0.034 | 0.066 | 0.105 | 0.523 | 0.088 | 0.499 | 0.081 | 0.127 | 0.253 | 0.000 | 0.269 | 0.028 | 0.180 | 0.438 | 0.081 | 0.209 | 0.000 | 0.088 | 0.011 | 0.212 | 0.175 | 0.130 | 1.000 | 0.358 | 0.266 | 0.177 | 0.540 | 0.547 | 0.880 | 0.307 | 0.307 | 0.198 | 0.094 | 0.000 | 0.081 | 0.301 | 0.374 | 0.220 |
| has_security_features | 0.315 | 0.077 | 0.514 | 0.131 | 0.075 | 0.082 | 0.000 | 0.080 | 0.069 | 0.000 | 0.449 | 0.337 | 0.064 | 0.295 | 0.333 | 0.241 | 0.082 | 0.152 | 0.156 | 0.000 | 0.481 | 0.365 | 0.068 | 0.063 | 0.062 | 0.297 | 0.258 | 0.071 | 0.248 | 0.000 | 0.146 | 0.087 | 0.062 | 0.064 | 0.071 | 0.232 | 0.000 | 0.168 | 0.142 | 0.109 | 0.358 | 1.000 | 0.055 | 0.468 | 0.452 | 0.413 | 0.949 | 0.120 | 0.120 | 0.158 | 0.078 | 0.000 | 0.062 | 0.067 | 0.527 | 0.178 |
| has_water_feature | 0.264 | 0.132 | 0.183 | 0.328 | 0.267 | 0.251 | 0.051 | 0.234 | 0.112 | 0.299 | 0.105 | 0.020 | 0.044 | 0.053 | 0.029 | 0.155 | 0.232 | 0.118 | 0.073 | 0.045 | 0.150 | 0.232 | 0.355 | 0.219 | 0.217 | 0.217 | 0.351 | 0.240 | 0.402 | 0.168 | 0.044 | 0.474 | 0.217 | 0.511 | 0.128 | 0.140 | 0.331 | 0.330 | 0.314 | 0.291 | 0.266 | 0.055 | 1.000 | 0.306 | 0.401 | 0.500 | 0.800 | 0.368 | 0.368 | 0.441 | 0.257 | 0.071 | 0.172 | 0.229 | 0.457 | 0.426 |
| log(price) | 0.443 | 0.412 | 0.125 | 0.493 | 0.577 | 0.435 | 0.299 | 0.363 | 0.225 | -0.114 | -0.039 | 0.318 | 0.171 | 0.273 | 0.919 | 0.736 | 0.274 | 0.406 | 0.201 | 0.210 | 1.000 | 0.675 | 0.120 | 0.256 | 0.237 | 0.478 | 0.184 | 0.575 | 0.476 | 0.524 | 0.490 | 0.321 | 0.237 | 0.367 | 0.344 | 0.343 | 0.362 | 0.344 | 0.482 | 0.266 | 0.177 | 0.468 | 0.306 | 1.000 | 0.675 | 0.510 | 0.600 | 0.579 | 0.579 | 0.557 | 0.514 | 0.212 | 0.227 | 0.434 | 0.510 | 0.364 |
| log(price/sqm) | 0.364 | 0.268 | 0.289 | 0.416 | 0.771 | 0.226 | 0.318 | 0.299 | 0.360 | -0.025 | 0.156 | 0.550 | 0.282 | 0.518 | 0.762 | 0.963 | 0.405 | 0.383 | 0.243 | 0.287 | 0.675 | 1.000 | 0.207 | 0.623 | 0.430 | 0.487 | 0.401 | 0.747 | 0.478 | 0.341 | 0.271 | 0.487 | 0.430 | 0.440 | 0.347 | 0.340 | 0.372 | 0.573 | 0.227 | 0.468 | 0.540 | 0.452 | 0.401 | 0.675 | 1.000 | -0.170 | 0.617 | 0.837 | 0.837 | 0.701 | 0.755 | 0.108 | 0.341 | 0.811 | -0.170 | 0.410 |
| log(sqm) | 0.288 | 0.131 | 0.202 | 0.301 | 0.473 | 0.700 | 0.537 | 0.485 | 0.392 | -0.122 | -0.138 | 0.328 | 0.147 | 0.336 | 0.289 | 0.473 | 0.237 | 0.791 | 0.178 | 0.267 | 0.510 | -0.170 | 0.029 | 0.631 | 0.710 | 0.313 | 0.230 | 0.279 | 0.521 | 0.214 | 0.436 | 0.467 | 0.710 | 0.400 | 0.351 | 0.356 | 0.263 | 0.365 | 0.437 | 0.374 | 0.547 | 0.413 | 0.500 | 0.510 | -0.170 | 1.000 | 0.521 | 0.473 | 0.473 | 0.500 | 0.249 | 0.636 | 0.624 | 0.520 | 1.000 | 0.359 |
| name | 0.806 | 0.631 | 0.802 | 0.861 | 0.941 | 0.564 | 0.437 | 0.615 | 0.408 | 0.407 | 0.346 | 0.620 | 0.663 | 0.629 | 0.818 | 0.949 | 0.782 | 0.735 | 0.421 | 0.424 | 0.596 | 0.531 | 0.382 | 0.985 | 0.985 | 0.821 | 0.985 | 0.985 | 0.917 | 0.985 | 0.957 | 0.985 | 0.985 | 0.966 | 0.834 | 0.800 | 0.847 | 0.807 | 0.714 | 0.882 | 0.880 | 0.949 | 0.800 | 0.600 | 0.617 | 0.521 | 1.000 | 0.977 | 0.977 | 0.967 | 0.911 | 0.329 | 0.868 | 0.875 | 0.450 | 0.860 |
| propertyCategory_Commercial | 0.303 | 0.124 | 0.096 | 0.204 | 0.874 | 0.131 | 0.165 | 0.370 | 0.171 | 0.117 | 0.211 | 0.150 | 0.156 | 0.112 | 0.385 | 0.703 | 0.206 | 0.095 | 0.068 | 0.161 | 0.539 | 0.790 | 0.154 | 0.600 | 0.104 | 0.060 | 0.159 | 0.514 | 0.429 | 0.046 | 0.222 | 0.471 | 0.104 | 0.196 | 0.000 | 0.000 | 0.032 | 0.096 | 0.111 | 0.000 | 0.307 | 0.120 | 0.368 | 0.579 | 0.837 | 0.473 | 0.977 | 1.000 | 0.996 | 0.779 | 0.702 | 0.000 | 0.104 | 0.627 | 0.276 | 0.383 |
| propertyCategory_Residential | 0.303 | 0.124 | 0.096 | 0.204 | 0.874 | 0.131 | 0.165 | 0.370 | 0.171 | 0.117 | 0.211 | 0.150 | 0.156 | 0.112 | 0.385 | 0.703 | 0.206 | 0.095 | 0.068 | 0.161 | 0.539 | 0.790 | 0.154 | 0.600 | 0.104 | 0.060 | 0.159 | 0.514 | 0.429 | 0.046 | 0.222 | 0.471 | 0.104 | 0.196 | 0.000 | 0.000 | 0.032 | 0.096 | 0.111 | 0.000 | 0.307 | 0.120 | 0.368 | 0.579 | 0.837 | 0.473 | 0.977 | 0.996 | 1.000 | 0.779 | 0.702 | 0.000 | 0.104 | 0.627 | 0.276 | 0.383 |
| propertySubType_Apartment (Residential - Multi-Story Units) | 0.279 | 0.135 | 0.030 | 0.202 | 0.663 | 0.117 | 0.188 | 0.197 | 0.164 | 0.211 | 0.265 | 0.069 | 0.115 | 0.048 | 0.331 | 0.533 | 0.259 | 0.272 | 0.265 | 0.310 | 0.494 | 0.604 | 0.206 | 0.468 | 0.464 | 0.000 | 0.170 | 0.390 | 0.545 | 0.069 | 0.286 | 0.314 | 0.464 | 0.290 | 0.181 | 0.159 | 0.167 | 0.000 | 0.151 | 0.245 | 0.198 | 0.158 | 0.441 | 0.557 | 0.701 | 0.500 | 0.967 | 0.779 | 0.779 | 1.000 | 0.548 | 0.209 | 0.464 | 0.489 | 0.412 | 0.419 |
| propertySubType_Office | 0.207 | 0.081 | 0.059 | 0.135 | 0.611 | 0.086 | 0.106 | 0.259 | 0.116 | 0.066 | 0.281 | 0.195 | 0.118 | 0.104 | 0.416 | 0.558 | 0.141 | 0.076 | 0.117 | 0.000 | 0.482 | 0.694 | 0.096 | 0.356 | 0.066 | 0.107 | 0.119 | 0.645 | 0.301 | 0.009 | 0.153 | 0.451 | 0.066 | 0.251 | 0.165 | 0.145 | 0.032 | 0.000 | 0.148 | 0.206 | 0.094 | 0.078 | 0.257 | 0.514 | 0.755 | 0.249 | 0.911 | 0.702 | 0.702 | 0.548 | 1.000 | 0.000 | 0.066 | 0.071 | 0.157 | 0.298 |
| propertySubType_Others(very rare) | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 0.052 | 0.000 | 0.065 | 0.000 | 0.000 | 0.307 | 0.087 | 0.063 | 0.159 | 0.000 | 0.000 | 0.000 | 0.344 | 0.007 | 0.022 | 0.000 | 0.090 | 0.000 | 0.042 | 0.015 | 0.344 | 0.068 | 0.110 | 0.064 | 0.034 | 0.000 | 0.040 | 0.109 | 0.000 | 0.000 | 0.071 | 0.212 | 0.108 | 0.636 | 0.329 | 0.000 | 0.000 | 0.209 | 0.000 | 1.000 | 0.000 | 0.000 | 0.762 | 0.129 |
| propertySubType_Residential - Attached Houses | 0.015 | 0.000 | 0.021 | 0.035 | 0.120 | 0.000 | 0.070 | 0.202 | 0.055 | 0.326 | 0.218 | 0.065 | 0.000 | 0.040 | 0.023 | 0.091 | 0.117 | 0.468 | 0.286 | 0.239 | 0.000 | 0.049 | 0.072 | 0.051 | 0.795 | 0.000 | 0.000 | 0.060 | 0.254 | 0.000 | 0.127 | 0.112 | 0.795 | 0.166 | 0.280 | 0.187 | 0.181 | 0.139 | 0.053 | 0.320 | 0.081 | 0.062 | 0.172 | 0.227 | 0.341 | 0.624 | 0.868 | 0.104 | 0.104 | 0.464 | 0.066 | 0.000 | 1.000 | 0.055 | 0.691 | 0.563 |
| propertySubType_Retail | 0.191 | 0.069 | 0.049 | 0.128 | 0.554 | 0.074 | 0.103 | 0.230 | 0.102 | 0.058 | 0.273 | 0.000 | 0.078 | 0.022 | 0.085 | 0.365 | 0.125 | 0.026 | 0.250 | 0.252 | 0.480 | 0.704 | 0.079 | 0.425 | 0.055 | 0.227 | 0.080 | 0.000 | 0.268 | 0.000 | 0.135 | 0.157 | 0.055 | 0.000 | 0.206 | 0.109 | 0.000 | 0.140 | 0.000 | 0.183 | 0.301 | 0.067 | 0.229 | 0.434 | 0.811 | 0.520 | 0.875 | 0.627 | 0.627 | 0.489 | 0.071 | 0.000 | 0.055 | 1.000 | 0.240 | 0.213 |
| sqm | 0.375 | 0.243 | 0.319 | 0.388 | 0.290 | 0.620 | 0.429 | 0.408 | 0.472 | -0.122 | -0.138 | 0.317 | 0.170 | 0.243 | 0.333 | 0.323 | 0.216 | 0.856 | 0.218 | 0.229 | 0.510 | -0.170 | 0.029 | 0.423 | 0.805 | 0.361 | 0.191 | 0.121 | 0.363 | 0.152 | 0.325 | 0.255 | 0.805 | 0.400 | 0.382 | 0.343 | 0.251 | 0.191 | 0.375 | 0.353 | 0.374 | 0.527 | 0.457 | 0.510 | -0.170 | 1.000 | 0.450 | 0.276 | 0.276 | 0.412 | 0.157 | 0.762 | 0.691 | 0.240 | 1.000 | 0.403 |
| year_built | 0.205 | 0.263 | 0.116 | 0.353 | 0.382 | 0.194 | 0.146 | 0.382 | 0.112 | 0.109 | 0.132 | 0.128 | 0.078 | 0.091 | 0.172 | 0.264 | 0.290 | 0.488 | 0.185 | 0.158 | 0.218 | 0.176 | 0.253 | 0.511 | 0.648 | 0.163 | 0.258 | 0.174 | 0.456 | 0.077 | 0.324 | 0.438 | 0.648 | 0.602 | 0.565 | 0.136 | 0.241 | 0.219 | 0.183 | 0.500 | 0.220 | 0.178 | 0.426 | 0.364 | 0.410 | 0.359 | 0.860 | 0.383 | 0.383 | 0.419 | 0.298 | 0.129 | 0.563 | 0.213 | 0.403 | 1.000 |
Missing values
Sample
| name | sqm | year_built | Price(EGP) | Price/Sqm | has_main_facilities | has_security_features | has_parking_safety | has_building_facilities | has_other_features | HighFloor | LowFloor | MidFloor | FloorNumber | BuildingNumber | UnitNumber | has_modern | has_facilities | has_green_view | has_water_feature | Bedroom_0 | Bedroom_1 | Bedroom_2 | Bedroom_3 | Bedroom_above 3 | Bathroom_0 | Bathroom_1 | Bathroom_2 | Bathroom_above 2 | city_Cairo | city_Mansoura | city_Mersa Matruh | city_New Administrative Capital | city_New Cairo | city_North Coast | city_Old Cairo | governorate_Alexandria | governorate_Cairo | governorate_Dakahlia | governorate_Matrouh | propertyCategory_Commercial | propertyCategory_Residential | propertySubType_Apartment (Residential - Multi-Story Units) | propertySubType_Office | propertySubType_Others(very rare) | propertySubType_Residential - Attached Houses | propertySubType_Retail | Is sqm outlier | Is Price/Sqm outlier | Is Price(EGP) outlier | Is BuildingNumber outlier | Is FloorNumber outlier | Is UnitNumber outlier | log(sqm) | log(price) | log(price/sqm) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Alamain (Latin District) | 92.86 | 2025 | 6594000 | 71010.1228 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 6 | 4 | 2 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | False | False | False | False | False | 4.531093 | 15.701671 | 11.170578 |
| 1 | Beachfront Tower - B1 | 398.00 | 2025 | 66104000 | 166090.4523 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 9 | 1 | 1091 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | True | True | True | False | False | False | 5.986452 | 18.006740 | 12.020288 |
| 2 | PODIA | 93.00 | 2025 | 12824000 | 137892.4731 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 13 | 7 | 1304 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | False | True | False | False | True | False | 4.532599 | 16.366829 | 11.834229 |
| 3 | Mazarine Apartment | 252.00 | 2025 | 12857000 | 51019.8413 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 15 | 1531 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | False | False | False | False | False | 5.529429 | 16.369399 | 10.839970 |
| 4 | Alamain (Latin District) | 209.42 | 2025 | 8721000 | 41643.5870 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 2 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | False | False | False | False | False | 5.344342 | 15.981244 | 10.636903 |
| 5 | Latin City | 139.00 | 2025 | 6688000 | 48115.1079 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 3 | 302107 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | False | False | False | False | True | 4.934474 | 15.715825 | 10.781352 |
| 6 | Downtown commercial | 272.00 | 2025 | 32696000 | 120205.8824 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 8 | 815 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | False | True | True | False | False | False | 5.605802 | 17.302763 | 11.696961 |
| 7 | Beachfront Tower - B1 | 221.00 | 2025 | 28507000 | 128990.9502 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 16 | 1 | 1172 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | True | True | False | True | False | 5.398163 | 17.165660 | 11.767498 |
| 8 | Downtown commercial | 319.00 | 2025 | 36428000 | 114194.3574 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 8 | 813 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | False | True | True | False | False | False | 5.765191 | 17.410848 | 11.645657 |
| 9 | Downtown Extension | 173.00 | 2022 | 8368000 | 48369.9422 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 3 | 11 | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | False | False | False | False | False | 5.153292 | 15.939925 | 10.786634 |
| name | sqm | year_built | Price(EGP) | Price/Sqm | has_main_facilities | has_security_features | has_parking_safety | has_building_facilities | has_other_features | HighFloor | LowFloor | MidFloor | FloorNumber | BuildingNumber | UnitNumber | has_modern | has_facilities | has_green_view | has_water_feature | Bedroom_0 | Bedroom_1 | Bedroom_2 | Bedroom_3 | Bedroom_above 3 | Bathroom_0 | Bathroom_1 | Bathroom_2 | Bathroom_above 2 | city_Cairo | city_Mansoura | city_Mersa Matruh | city_New Administrative Capital | city_New Cairo | city_North Coast | city_Old Cairo | governorate_Alexandria | governorate_Cairo | governorate_Dakahlia | governorate_Matrouh | propertyCategory_Commercial | propertyCategory_Residential | propertySubType_Apartment (Residential - Multi-Story Units) | propertySubType_Office | propertySubType_Others(very rare) | propertySubType_Residential - Attached Houses | propertySubType_Retail | Is sqm outlier | Is Price/Sqm outlier | Is Price(EGP) outlier | Is BuildingNumber outlier | Is FloorNumber outlier | Is UnitNumber outlier | log(sqm) | log(price) | log(price/sqm) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 919 | Mazarine Commercial | 217.00 | 2025 | 24308000 | 112018.4332 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 4 | 411 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | False | False | True | False | False | False | 5.379897 | 17.006316 | 11.626419 |
| 920 | Zahya | 392.00 | 2024 | 9330000 | 23801.0204 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 3 | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | True | False | False | False | False | False | 5.971262 | 16.048746 | 10.077484 |
| 921 | AlMaqsad Residences | 134.00 | 2025 | 4572000 | 34119.4030 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 7 | 81 | 8173 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | False | False | True | False | True | 4.897840 | 15.335461 | 10.437622 |
| 922 | T- Residences | 130.00 | 2024 | 2668259 | 20525.0692 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 6 | 4 | 62 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | False | False | False | False | False | 4.867534 | 14.796937 | 9.929402 |
| 923 | Alamain (Latin District) | 125.91 | 2025 | 6792000 | 53943.2928 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 3 | 7 | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | False | False | False | False | False | 4.835567 | 15.731256 | 10.895689 |
| 924 | Alamain (Latin District) | 177.47 | 2025 | 5678000 | 31994.1399 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 4 | 5 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | False | False | False | False | False | 5.178802 | 15.552110 | 10.373308 |
| 925 | Jade Park | 692.00 | 2025 | 25292000 | 36549.1329 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 6 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | True | False | True | False | False | False | 6.539586 | 17.045999 | 10.506413 |
| 926 | Mamsha Avenue | 171.00 | 2025 | 6137000 | 35888.8889 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 4 | 15 | 15 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | False | False | False | False | False | 5.141664 | 15.629847 | 10.488183 |
| 927 | Alamain (Latin District) | 207.58 | 2025 | 5933000 | 28581.7516 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 4 | 6 | 5 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | False | False | False | False | False | False | 5.335517 | 15.596041 | 10.260524 |
| 928 | PODIA | 42.00 | 2025 | 5446000 | 129666.6667 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 4 | 7 | 416 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | False | True | False | False | False | False | 3.737670 | 15.510392 | 11.772722 |